Releases · lukasmasuch/best-of-ml-python

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

PyTorch (🥇54 · ⭐ 93K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
Milvus (🥇42 · ⭐ 37K · 📈) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
litellm (🥇40 · ⭐ 28K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
PyVista (🥈37 · ⭐ 3.3K · 📈) - 3D plotting and mesh analysis through a streamlined interface.. MIT
ColossalAI (🥈33 · ⭐ 41K · 📈) - Making large AI models cheaper, faster and more accessible. Apache-2
librosa (🥈32 · ⭐ 7.8K · 📈) - Python library for audio and music analysis. ISC
NiBabel (🥈30 · ⭐ 720 · 📈) - Python package to access a cacophony of neuro-imaging file formats. MIT
PML (🥇29 · ⭐ 6.2K · 📈) - The easiest way to use deep metric learning in your application... MIT
english-words (🥈24 · ⭐ 12K · 💤) - A text file containing 479k English words for all your.. Unlicense
TSFEL (🥉22 · ⭐ 1K · 📈) - An intuitive library to extract features from time series. BSD-3

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

PaddleOCR (🥇41 · ⭐ 53K · 📉) - Awesome multilingual OCR and Document Parsing toolkits.. Apache-2
PySpark (🥈41 · ⭐ 42K · 📉) - Apache Spark Python API. Apache-2
spaCy (🥇41 · ⭐ 32K · 📉) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
Catboost (🥈39 · ⭐ 8.5K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
folium (🥇39 · ⭐ 7.2K · 📉) - Python Data. Leaflet.js Maps. MIT
yfinance (🥇38 · ⭐ 19K · 📉) - Download market data from Yahoo! Finances API. Apache-2
Rasterio (🥈34 · ⭐ 2.4K · 📉) - Rasterio reads and writes geospatial raster datasets. BSD-3
scipy (🥈32 · ⭐ 14K · 📉) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
NeuralForecast (🥈27 · ⭐ 3.7K · 📉) - Scalable and user friendly neural forecasting algorithms. Apache-2
efficientnet (🥉21 · ⭐ 2.1K · 💀) - Implementation of EfficientNet model. Keras and.. Apache-2

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

Keras (🥇48 · ⭐ 63K · 📈) - Deep Learning for humans. Apache-2
Plotly (🥇45 · ⭐ 18K · 📈) - The interactive graphing library for Python. MIT
Bokeh (🥇43 · ⭐ 20K · 📈) - Interactive Data Visualization in the browser, from Python. BSD-3
PySpark (🥇42 · ⭐ 42K · 📈) - Apache Spark Python API. Apache-2
Streamlit (🥇40 · ⭐ 41K · 📈) - Streamlit A faster way to build and share data apps. Apache-2
folium (🥇40 · ⭐ 7.2K · 📈) - Python Data. Leaflet.js Maps. MIT
sentencepiece (🥇37 · ⭐ 11K · 📈) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2
pyproj (🥈35 · ⭐ 1.1K · 📈) - Python interface to PROJ (cartographic projections and coordinate.. MIT
openTSNE (🥉26 · ⭐ 1.6K · 📈) - Extensible, parallel implementations of t-SNE. BSD-3
Caer (🥉17 · ⭐ 800 · 📈) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

Milvus (🥇41 · ⭐ 37K · 📉) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
Prophet (🥇33 · ⭐ 20K · 📉) - Tool for producing high quality forecasts for time series data that.. MIT
optimum (🥇33 · ⭐ 3K · 📉) - Accelerate inference and training of Transformers, Diffusers, TIMM.. Apache-2
einops (🥈31 · ⭐ 9.1K · 📉) - Flexible and powerful tensor operations for readable and reliable code.. MIT
tensorflow-probability (🥇31 · ⭐ 4.4K · 📉) - Probabilistic reasoning and statistical analysis in.. Apache-2
UMAP (🥈30 · ⭐ 7.9K · 📉) - Uniform Manifold Approximation and Projection. BSD-3
hdbscan (🥈29 · ⭐ 3K · 📉) - A high performance implementation of HDBSCAN clustering. BSD-3
PySAL (🥉29 · ⭐ 1.4K · 📉) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3
NiBabel (🥈29 · ⭐ 720 · 📉) - Python package to access a cacophony of neuro-imaging file formats. MIT
MXBoard (🥉13 · ⭐ 320 · 💀) - Logging MXNet data for visualization in TensorBoard. Apache-2

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

PySAL (🥉30 · ⭐ 1.4K · 📈) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

Streamlit (🥇39 · ⭐ 41K · 📉) - Streamlit A faster way to build and share data apps. Apache-2
litellm (🥇39 · ⭐ 27K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
Gradio (🥇38 · ⭐ 39K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
triton (🥇38 · ⭐ 16K · 📉) - Development repository for the Triton language and compiler. MIT
Fastai (🥈35 · ⭐ 27K · 📉) - The fastai deep learning library. Apache-2
PyFlink (🥈33 · ⭐ 25K · 📉) - Apache Flink Python API. Apache-2
speechbrain (🥇33 · ⭐ 10K · 📉) - A PyTorch-based Speech Toolkit. Apache-2
opencv-python (🥈30 · ⭐ 4.9K · 📉) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
modAL (🥉21 · ⭐ 2.3K · 💀) - A modular active learning framework for Python. MIT
quinn (🥉17 · ⭐ 680 · 💤) - pyspark methods to enhance developer productivity. Apache-2

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

Plotly (🥇47 · ⭐ 18K · 📈) - The interactive graphing library for Python. MIT
deepface (🥇39 · ⭐ 20K · 📈) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
pyecharts (🥈36 · ⭐ 15K · 📈) - Python Echarts Plotting Library. MIT
Pydub (🥇36 · ⭐ 9.5K · 💀) - Manipulate audio with a simple and easy high level interface. MIT
tensorboardX (🥈34 · ⭐ 8K · 📈) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
NIPYPE (🥈34 · ⭐ 790 · 📈) - Workflows and interfaces for neuroimaging packages. Apache-2
scikit-optimize (🥈33 · ⭐ 2.8K · 💀) - Sequential model-based optimization with a.. BSD-3
equinox (🥇33 · ⭐ 2.4K · 📈) - Elegant easy-to-use neural networks + scientific computing.. Apache-2
mpld3 (🥈32 · ⭐ 2.4K · 📈) - An interactive data visualization tool which brings matplotlib.. BSD-3
MXBoard (🥉20 · ⭐ 320 · 💀) - Logging MXNet data for visualization in TensorBoard. Apache-2

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

Rasa (🥈35 · ⭐ 20K · 📉) - Open source machine learning framework to automate text- and.. Apache-2
tinygrad (🥇33 · ⭐ 30K · 📉) - You like pytorch? You like micrograd? You love tinygrad!. MIT
snowballstemmer (🥈33 · ⭐ 800 · 📉) - Snowball compiler and stemming algorithms. BSD-3
audiomentations (🥈32 · ⭐ 2.1K · 📉) - A Python library for audio data augmentation. Useful for.. MIT
Geocoder (🥉30 · ⭐ 1.6K · 💀) - Python Geocoder. MIT
miceforest (🥉19 · ⭐ 380 · 💤) - Multiple Imputation with LightGBM in Python. MIT
Performer Pytorch (🥉18 · ⭐ 1.1K · 💀) - An implementation of Performer, a linear attention-.. MIT
seglearn (🥉18 · ⭐ 580 · 💀) - Python module for machine learning time series:. BSD-3
Tensor Sensor (🥉14 · ⭐ 810 · 💀) - The goal of this library is to generate more helpful.. MIT
Tez (🥉13 · ⭐ 1.2K · 💀) - Tez is a super-simple and lightweight Trainer for PyTorch. It.. Apache-2

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

PyTorch (🥇56 · ⭐ 92K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
Ray (🥇48 · ⭐ 38K · 📈) - Ray is an AI compute engine. Ray consists of a core distributed.. Apache-2
Milvus (🥇43 · ⭐ 36K · 📈) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
Faiss (🥇42 · ⭐ 36K · 📈) - A library for efficient similarity search and clustering of dense vectors. MIT
Neptune.ai (🥈30 · ⭐ 620 · 📈) - The experiment tracker for foundation model training. Apache-2
NeuPy (🥉25 · ⭐ 740 · 💀) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT
fklearn (🥉24 · ⭐ 1.5K · 📈) - fklearn: Functional Machine Learning. Apache-2
Quantus (🥉23 · ⭐ 610 · 📈) - Quantus is an eXplainable AI toolkit for responsible evaluation.. ❗️GPL-3.0
kapre (🥉22 · ⭐ 930 · 💀) - kapre: Keras Audio Preprocessors. MIT
fairness-indicators (🥉21 · ⭐ 350 · 📈) - Tensorflows Fairness Evaluation and Visualization.. Apache-2

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

Plotly (🥇46 · ⭐ 17K · 📉) - The interactive graphing library for Python. MIT
jax (🥇45 · ⭐ 33K · 📉) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
dask (🥇44 · ⭐ 13K · 📉) - Parallel computing with task scheduling. BSD-3
torchvision (🥇41 · ⭐ 17K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
Catboost (🥈41 · ⭐ 8.5K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
BentoML (🥈32 · ⭐ 7.9K · 📉) - The easiest way to serve AI apps and models - Build Model.. Apache-2
tensorboardX (🥈31 · ⭐ 8K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
python-soundfile (🥉26 · ⭐ 780 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
facenet-pytorch (🥉25 · ⭐ 4.9K · 💤) - Pretrained Pytorch face detection (MTCNN) and facial.. MIT
MXBoard (🥉16 · ⭐ 320 · 💀) - Logging MXNet data for visualization in TensorBoard. Apache-2

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

PaddlePaddle (🥇46 · ⭐ 23K · 📈) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
Gradio (🥇45 · ⭐ 39K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
GPyTorch (🥈30 · ⭐ 3.7K · 📈) - A highly efficient implementation of Gaussian Processes in.. MIT
TextAttack (🥈29 · ⭐ 3.2K · 📈) - TextAttack is a Python framework for adversarial attacks, data.. MIT
metricflow (🥈28 · ⭐ 1.2K · 📈) - MetricFlow allows you to define, build, and maintain.. ❗Unlicensed
DiCE (🥉24 · ⭐ 1.4K · 📈) - Generate Diverse Counterfactual Explanations for any machine.. MIT
anaGo (🥉21 · ⭐ 1.5K · 💀) - Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition,.. MIT
DeepGraph (🥉21 · ⭐ 300 · 📈) - Analyze Data with Pandas-based Networks... ❗Unlicensed
Larq Compute Engine (🥉21 · ⭐ 250 · 📈) - Highly optimized inference engine for Binarized.. Apache-2
TensorFrames (🥉19 · ⭐ 750 · 💀) - [DEPRECATED] Tensorflow wrapper for DataFrames on.. Apache-2

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

folium (🥇39 · ⭐ 7.2K · 📉) - Python Data. Leaflet.js Maps. MIT
Autograd (🥇36 · ⭐ 7.3K · 📉) - Efficiently computes derivatives of NumPy code. MIT
horovod (🥈35 · ⭐ 15K · 📉) - Distributed training framework for TensorFlow, Keras, PyTorch,.. Apache-2
tensorflow-probability (🥇35 · ⭐ 4.3K · 📉) - Probabilistic reasoning and statistical analysis in.. Apache-2
spark-nlp (🥈35 · ⭐ 4K · 📉) - State of the Art Natural Language Processing. Apache-2
detectron2 (🥈34 · ⭐ 32K · 📉) - Detectron2 is a platform for object detection,.. Apache-2
Cornac (🥈27 · ⭐ 970 · 📉) - A Comparative Framework for Multimodal Recommender Systems. Apache-2
NeuPy (🥉22 · ⭐ 740 · 💀) - NeuPy is a Tensorflow based python library for prototyping and building.. MIT
fklearn (🥉21 · ⭐ 1.5K · 📉) - fklearn: Functional Machine Learning. Apache-2
kapre (🥉18 · ⭐ 930 · 💀) - kapre: Keras Audio Preprocessors. MIT

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

litellm (🥇44 · ⭐ 25K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
StatsModels (🥈44 · ⭐ 11K · 📈) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
ivy (🥈37 · ⭐ 14K · 📈) - Convert Machine Learning Code Between Frameworks. Apache-2
opencv-python (🥈37 · ⭐ 4.9K · 📈) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
detectron2 (🥈35 · ⭐ 32K · 📈) - Detectron2 is a platform for object detection,.. Apache-2
Thinc (🥈35 · ⭐ 2.9K · 📈) - A refreshing functional take on deep learning, compatible with your.. MIT
PyCaret (🥈34 · ⭐ 9.4K · 📈) - An open-source, low-code machine learning library in Python. MIT
mljar-supervised (🥈28 · ⭐ 3.2K · 📈) - Python package for AutoML on Tabular Data with Feature.. MIT
HyperTools (🥉28 · ⭐ 1.8K · 📈) - A Python toolbox for gaining geometric insights into high-.. MIT
pymap3d (🥉26 · ⭐ 420 · 📈) - pure-Python (Numpy optional) 3D coordinate conversions for geospace.. BSD-2

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

Gradio (🥇44 · ⭐ 39K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
pydeck (🥇42 · ⭐ 13K · 📉) - WebGL2 powered visualization framework. MIT
DVC (🥇41 · ⭐ 15K · 📉) - Data Versioning and ML Experiments. Apache-2
Albumentations (🥇39 · ⭐ 15K · 📉) - Fast and flexible image augmentation library. Paper.. MIT
speechbrain (🥇39 · ⭐ 10K · 📉) - A PyTorch-based Speech Toolkit. Apache-2
ChatterBot (🥈36 · ⭐ 14K · 📉) - ChatterBot is a machine learning, conversational dialog engine.. BSD-3
Ignite (🥈36 · ⭐ 4.7K · 📉) - High-level library to help with training and evaluating neural.. BSD-3
datashader (🥈33 · ⭐ 3.4K · 📉) - Quickly and accurately render even the largest data. BSD-3
lazypredict (🥈27 · ⭐ 3.2K · 📉) - Lazy Predict help build a lot of basic models without much.. MIT
DeepGraph (🥉19 · ⭐ 300 · 📉) - Analyze Data with Pandas-based Networks... ❗Unlicensed

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

mlflow (🥇45 · ⭐ 21K · 📈) - Open source platform for the machine learning lifecycle. Apache-2
sentence-transformers (🥇44 · ⭐ 17K · 📈) - State-of-the-Art Text Embeddings. Apache-2
Milvus (🥇42 · ⭐ 36K · 📈) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
torchvision (🥇42 · ⭐ 17K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
DVC (🥇42 · ⭐ 15K · 📈) - Data Versioning and ML Experiments. Apache-2
PyQtGraph (🥈37 · ⭐ 4.1K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
Bayesian Optimization (🥇35 · ⭐ 8.3K · 📈) - A Python implementation of global optimization with.. MIT
ART (🥇35 · ⭐ 5.4K · 📈) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning.. MIT
Tensor Sensor (🥉17 · ⭐ 810 · 💀) - The goal of this library is to generate more helpful.. MIT
pyclugen (🥇12 · ⭐ 9 · 📈) - Multidimensional cluster generation in Python. MIT

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

TextBlob (🥈36 · ⭐ 9.4K · 📉) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
pyecharts (🥈35 · ⭐ 15K · 📉) - Python Echarts Plotting Library. MIT
PyCaret (🥈30 · ⭐ 9.4K · 📉) - An open-source, low-code machine learning library in Python. MIT
AzureML SDK (🥈30 · ⭐ 4.2K · 📉) - Python notebooks with ML and deep learning examples with Azure.. MIT
Cython BLIS (🥈29 · ⭐ 230 · 📉) - Fast matrix-multiplication as a self-contained Python library.. BSD-3
PySAL (🥉28 · ⭐ 1.4K · 📉) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3
python-soundfile (🥉28 · ⭐ 780 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
Streamz (🥉27 · ⭐ 1.3K · 💤) - Real-time stream processing for python. BSD-3
mljar-supervised (🥈26 · ⭐ 3.2K · 📉) - Python package for AutoML on Tabular Data with Feature.. MIT
scikit-posthocs (🥉24 · ⭐ 370 · 📉) - Multiple Pairwise Comparisons (Post Hoc) Tests in.. MIT

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

pytorch-lightning (🥈44 · ⭐ 30K · 📈) - Pretrain, finetune ANY AI model of ANY size on.. Apache-2
wandb client (🥇44 · ⭐ 10K · 📈) - The AI developer platform. Use Weights & Biases to train and.. MIT
MoviePy (🥇43 · ⭐ 14K · 📈) - Video editing with Python. MIT
sktime (🥇41 · ⭐ 9.1K · 📈) - A unified framework for machine learning with time series. BSD-3
SageMaker SDK (🥇41 · ⭐ 2.2K · 📈) - A library for training and deploying machine learning.. Apache-2
Nilearn (🥇38 · ⭐ 1.3K · 📈) - Machine learning for NeuroImaging in Python. BSD-3
opencv-python (🥈37 · ⭐ 4.9K · 📈) - Automated CI toolchain to produce precompiled opencv-python,.. MIT
snowballstemmer (🥈35 · ⭐ 800 · 📈) - Snowball compiler and stemming algorithms. BSD-3
evaluate (🥇33 · ⭐ 2.2K · 📈) - Evaluate: A library for easily evaluating machine learning.. Apache-2
pygraphistry (🥈29 · ⭐ 2.3K · 📈) - PyGraphistry is a Python library to quickly load,.. BSD-3

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

sentence-transformers (🥇42 · ⭐ 17K · 📉) - State-of-the-Art Text Embeddings. Apache-2
InsightFace (🥈37 · ⭐ 26K · 📉) - State-of-the-art 2D and 3D Face Analysis Project. MIT
haystack (🥈37 · ⭐ 21K · 📉) - AI orchestration framework to build customizable, production-.. Apache-2
MLxtend (🥇34 · ⭐ 5K · 📉) - A library of extension and helper modules for Pythons data.. BSD-3
Datasette (🥈33 · ⭐ 10K · 📉) - An open source multi-tool for exploring and publishing data. Apache-2
Pythran (🥈33 · ⭐ 2.1K · 📉) - Ahead of Time compiler for numeric kernels. BSD-3
Coqui TTS (🥈32 · ⭐ 1.5K · 📉) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
PaddleHub (🥉23 · ⭐ 13K · 💤) - 400+ AI Models: Rich, high-quality AI models, including.. Apache-2
Tensor Sensor (🥉15 · ⭐ 810 · 💀) - The goal of this library is to generate more helpful.. MIT
cuSignal (🥉14 · ⭐ 720 · 💀) - GPU accelerated signal processing. ❗Unlicensed

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

jax (🥇46 · ⭐ 33K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
PaddleOCR (🥇44 · ⭐ 51K · 📈) - Awesome multilingual OCR and Document Parsing toolkits.. Apache-2
folium (🥇41 · ⭐ 7.2K · 📈) - Python Data. Leaflet.js Maps. MIT
HoloViews (🥈39 · ⭐ 2.8K · 📈) - With Holoviews, your data visualizes itself. BSD-3
InsightFace (🥇38 · ⭐ 26K · 📈) - State-of-the-art 2D and 3D Face Analysis Project. MIT
Model Analysis (🥈28 · ⭐ 1.3K · 📈) - Model analysis tools for TensorFlow. Apache-2
CellProfiler (🥉28 · ⭐ 990 · 📈) - An open-source application for biological image analysis. BSD-3
pivottablejs (🥉22 · ⭐ 700 · 💀) - Dragndrop Pivot Tables and Charts for Jupyter/IPython.. MIT
DeepGraph (🥉20 · ⭐ 290 · 📈) - Analyze Data with Pandas-based Networks... ❗Unlicensed
ThunderGBM (🥉18 · ⭐ 700 · 📈) - ThunderGBM: Fast GBDTs and Random Forests on GPUs. Apache-2

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

Tensorflow (🥇55 · ⭐ 190K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
Ray (🥇47 · ⭐ 38K · 📉) - Ray is an AI compute engine. Ray consists of a core distributed.. Apache-2
litellm (🥇43 · ⭐ 24K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
Milvus (🥇41 · ⭐ 36K · 📉) - Milvus is a high-performance, cloud-native vector database built.. Apache-2
torchvision (🥇41 · ⭐ 17K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
SageMaker SDK (🥈40 · ⭐ 2.2K · 📉) - A library for training and deploying machine learning.. Apache-2
dask.distributed (🥇39 · ⭐ 1.6K · 📉) - A distributed task scheduler for Dask. BSD-3
pandas-profiling (🥈36 · ⭐ 13K · 📉) - 1 Line of code data quality profiling & exploratory.. MIT
Bayesian Optimization (🥇34 · ⭐ 8.3K · 📉) - A Python implementation of global optimization with.. MIT
NIPYPE (🥈33 · ⭐ 780 · 📉) - Workflows and interfaces for neuroimaging packages. Apache-2

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Releases: lukasmasuch/best-of-ml-python

Update: 2025.08.21

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